12 CONCEPT CARDS
Your next review session.
Explain the answer before revealing it. Your self-rating determines when the card returns.
THE AI COMPETENCE LEARNING HUB
Less AI noise.
More real skill.
A clear path from understanding AI to putting it to work. Build your knowledge, practice with purpose, and move forward with confidence.
Free to explore · Self-paced · Built for real-world use
KNOWLEDGE → PRACTICE → JUDGMENTONE STEP AT A TIME
03 structured learning paths12 focused learning modules03 practical capstone projectsProgress at your own pace
CHOOSE YOUR STARTING POINT
Your next level starts here.
Start where you are. Each path combines essential concepts with a small, meaningful piece of practice.
Find a specific lessonSearch all 12 modules by topic or learning level.
A little guidance goes a long way.
Find the right starting point based on what you can do today.
MAKE IT STICK
Recall it. Explain it. Use it.
Short review sessions help you revisit key ideas. Rate your recall honestly, then apply the concept in your next project.
YOUR LEARNING, TO KEEP
Take your progress with you.
Back up module progress, notes, projects, prompt drafts, scenario results, and review cards. Restore the file on another device.
Files are processed locally in your browser. You can review and cancel before replacing your data.
THE PRACTICE LAB
Good judgment takes practice.
Step into a realistic, fictional scenario. Make three decisions, inspect the consequences, and reflect on your reasoning.
Self-guided practice · No live AI calls · Results saved on this device
LEARN BY MAKING
Build something you can stand behind.
Turn each path into a practical project. Draft your work here, then export it for review.
THE READING ROOM
Go deeper, with direction.
Selected AI Competence articles to extend your practice. Choose your level or find a specific topic.
THE WAY WE LEARN
Understanding is
just the beginning.
Real competence means knowing what to do, why it works, and when to question the result.
01
Learn the essentials
Build a useful mental model. Focus on the ideas that help you make better decisions.
02
Put it into practice
Try a focused exercise. Turn abstract concepts into something you can inspect and improve.
03
Check your judgment
Review the evidence. Explain the limits. Complete a project that shows what you can do.
A few things worth knowing.
Do I need coding experience?
The Beginner path needs no coding. Practitioner focuses on workflow design and testing. Expert introduces system evaluation concepts; you can complete the design exercises without writing code.
How does progress tracking work?
Complete the exercise inside each module, then mark it complete. Progress, notes, and project drafts stay in this browser on this device. Export your learning journal to keep a copy. There is no account or cross-device sync. Clearing browser data removes it.
Is this a certification?
No. These are self-guided learning paths, not accredited qualifications. The goal is practical evidence of your skills through exercises and a capstone project.
Can I switch paths?
Yes. Open any module at any time. If a concept feels unfamiliar, revisit an earlier path. Time estimates include practice and are only a guide.